03449nam 22007455 450 991052374820332120251113183616.03-030-81815-210.1007/978-3-030-81815-9(CKB)4100000011996778(OCoLC)1263986000(DE-He213)978-3-030-81815-9(MiAaPQ)EBC6698769(Au-PeEL)EBL6698769(PPN)257351469(EXLCZ)99410000001199677820210812d2022 u| 0engur|n|||||||||txtrdacontentcrdamediacrrdacarrierDigital Twin – Fundamental Concepts to Applications in Advanced Manufacturing /by Surjya Kanta Pal, Debasish Mishra, Arpan Pal, Samik Dutta, Debashish Chakravarty, Srikanta Pal1st ed. 2022.Cham :Springer International Publishing :Imprint: Springer,2022.1 online resource (xxxvi, 465 pages illustrations (some colour)Springer Series in Advanced Manufacturing,2196-17353-030-81814-4 Original 3030818144 9783030818142 (OCoLC)1257889210 Includes bibliographical referencesIncludes bibliographical references.Introduction -- Sensor Electronics -- Signal Acquisition and Processing -- Image Processing -- Data Communication: Cloud and Fog Computing -- Machine Learning and Decision Making -- Artificial Intelligence in Decision Making -- Digital Twin Application -- Conclusions.This book provides readers with a guide to the use of Digital Twin in manufacturing. It presents a collection of fundamental ideas about sensor electronics and data acquisition, signal and image processing techniques, seamless data communications, artificial intelligence and machine learning for decision making, and explains their necessity for the practical application of Digital Twin in Industry. Providing case studies relevant to the manufacturing processes, systems, and sub-systems, this book is beneficial for both academics and industry professionals within the field of Industry 4.0 and digital manufacturing.Springer Series in Advanced Manufacturing,2196-1735Industrial engineeringProduction engineeringManufacturesInternet of thingsSignal processingMachine learningIndustrial and Production EngineeringMachines, Tools, ProcessesInternet of ThingsSignal, Speech and Image ProcessingMachine LearningIndustrial engineering.Production engineering.Manufactures.Internet of things.Signal processing.Machine learning.Industrial and Production Engineering.Machines, Tools, Processes.Internet of Things.Signal, Speech and Image Processing.Machine Learning.670.113Pal Surjya Kanta1080184MiAaPQMiAaPQMiAaPQBOOK9910523748203321Digital twin -- fundamental concepts to applications in advanced manufacturing2593098UNINA